A quantitative approach for the comparison of additive local explanation methods
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
Topics & Concepts
Computer scienceDimension (graph theory)Curse of dimensionalityMachine learningRange (aeronautics)Artificial intelligenceQuality (philosophy)Measure (data warehouse)Strengths and weaknessesDimensionality reductionData miningMathematicsPhilosophyEpistemologyComposite materialPure mathematicsMaterials scienceExplainable Artificial Intelligence (XAI)Machine Learning and Data ClassificationScientific Computing and Data Management